Table Data - All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | BALT524PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2025-11-01 |
| Last Updated | 2026-01-07 10:06 PM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 120.683802372356 |
| 1990-02-01 | 121.530323467322 |
| 1990-03-01 | 122.054048592531 |
| 1990-04-01 | 123.130695488511 |
| 1990-05-01 | 123.443536880698 |
| 1990-06-01 | 123.915859308621 |
| 1990-07-01 | 124.183706762064 |
| 1990-08-01 | 124.360431594125 |
| 1990-09-01 | 124.838635106296 |
| 1990-10-01 | 120.533398901352 |
| 1990-11-01 | 121.039853215340 |
| 1990-12-01 | 120.755580199924 |
| 1991-01-01 | 120.526894599680 |
| 1991-02-01 | 119.919940096264 |
| 1991-03-01 | 119.131733003069 |
| 1991-04-01 | 118.361936819315 |
| 1991-05-01 | 118.151212955280 |
| 1991-06-01 | 118.601007227629 |
| 1991-07-01 | 117.396001257281 |
| 1991-08-01 | 117.241751127445 |
| 1991-09-01 | 117.272130050347 |
| 1991-10-01 | 116.530173460113 |
| 1991-11-01 | 117.017649595172 |
| 1991-12-01 | 117.230239185239 |
| 1992-01-01 | 116.998004402059 |
| 1992-02-01 | 117.037338671209 |
| 1992-03-01 | 116.144166897870 |
| 1992-04-01 | 115.097743733478 |
| 1992-05-01 | 114.481720365905 |
| 1992-06-01 | 114.033848606758 |
| 1992-07-01 | 114.578322003514 |
| 1992-08-01 | 114.598841623621 |
| 1992-09-01 | 114.859739634505 |
| 1992-10-01 | 116.512627566508 |
| 1992-11-01 | 115.428957893876 |
| 1992-12-01 | 115.166317906126 |
| 1993-01-01 | 116.113663605624 |
| 1993-02-01 | 116.271878227685 |
| 1993-03-01 | 115.183969024206 |
| 1993-04-01 | 118.805986671313 |
| 1993-05-01 | 119.490555330505 |
| 1993-06-01 | 119.274996383200 |
| 1993-07-01 | 120.182124922932 |
| 1993-08-01 | 119.694619003321 |
| 1993-09-01 | 120.194610750480 |
| 1993-10-01 | 120.640191446993 |
| 1993-11-01 | 120.980386997320 |
| 1993-12-01 | 121.162087057478 |
| 1994-01-01 | 119.153542081468 |
| 1994-02-01 | 120.234751806468 |
| 1994-03-01 | 120.900629383403 |
| 1994-04-01 | 121.507366840899 |
| 1994-05-01 | 122.093536772839 |
| 1994-06-01 | 122.774089758402 |
| 1994-07-01 | 123.163799368605 |
| 1994-08-01 | 123.257747518068 |
| 1994-09-01 | 124.399399132082 |
| 1994-10-01 | 122.174001633287 |
| 1994-11-01 | 123.470027027378 |
| 1994-12-01 | 124.122414910164 |
| 1995-01-01 | 128.236217931104 |
| 1995-02-01 | 129.003288276542 |
| 1995-03-01 | 127.765668038712 |
| 1995-04-01 | 125.777088073376 |
| 1995-05-01 | 125.917034446457 |
| 1995-06-01 | 125.734806046117 |
| 1995-07-01 | 124.725741036755 |
| 1995-08-01 | 125.365282390354 |
| 1995-09-01 | 125.667497802713 |
| 1995-10-01 | 126.269942351583 |
| 1995-11-01 | 126.987428111158 |
| 1995-12-01 | 128.097167374821 |
| 1996-01-01 | 124.528900271789 |
| 1996-02-01 | 129.618772496942 |
| 1996-03-01 | 130.289869792087 |
| 1996-04-01 | 131.469054545854 |
| 1996-05-01 | 132.084795922649 |
| 1996-06-01 | 132.277975734277 |
| 1996-07-01 | 133.009787351561 |
| 1996-08-01 | 134.560629549668 |
| 1996-09-01 | 134.755086877543 |
| 1996-10-01 | 134.936189099307 |
| 1996-11-01 | 135.939535702701 |
| 1996-12-01 | 135.367898139235 |
| 1997-01-01 | 136.827663638834 |
| 1997-02-01 | 138.255917468731 |
| 1997-03-01 | 139.648927223353 |
| 1997-04-01 | 141.090276848726 |
| 1997-05-01 | 142.276255449212 |
| 1997-06-01 | 143.214074298907 |
| 1997-07-01 | 144.322357854272 |
| 1997-08-01 | 144.741197590585 |
| 1997-09-01 | 145.792877643642 |
| 1997-10-01 | 148.007682357535 |
| 1997-11-01 | 148.705707085017 |
| 1997-12-01 | 149.442990711417 |
| 1998-01-01 | 144.052295215509 |
| 1998-02-01 | 144.968810183644 |
| 1998-03-01 | 145.174230381850 |
| 1998-04-01 | 144.636211194384 |
| 1998-05-01 | 145.306715386151 |
| 1998-06-01 | 147.366688501689 |
| 1998-07-01 | 149.444835216141 |
| 1998-08-01 | 150.621750313825 |
| 1998-09-01 | 151.753291533655 |
| 1998-10-01 | 152.149703874524 |
| 1998-11-01 | 153.003351374776 |
| 1998-12-01 | 153.754170608080 |
| 1999-01-01 | 152.133800146653 |
| 1999-02-01 | 154.563782037208 |
| 1999-03-01 | 155.981364231891 |
| 1999-04-01 | 159.951607534550 |
| 1999-05-01 | 160.660405799431 |
| 1999-06-01 | 162.125409728745 |
| 1999-07-01 | 162.129262275613 |
| 1999-08-01 | 161.707769218459 |
| 1999-09-01 | 163.802850968224 |
| 1999-10-01 | 167.218749916085 |
| 1999-11-01 | 167.079679975388 |
| 1999-12-01 | 168.284231049408 |
| 2000-01-01 | 166.406138732247 |
| 2000-02-01 | 167.441225007889 |
| 2000-03-01 | 169.708930936995 |
| 2000-04-01 | 173.384950483951 |
| 2000-05-01 | 172.974746799990 |
| 2000-06-01 | 174.187217864426 |
| 2000-07-01 | 173.536224814548 |
| 2000-08-01 | 174.806083530324 |
| 2000-09-01 | 174.864014007574 |
| 2000-10-01 | 175.289263995700 |
| 2000-11-01 | 175.131145551599 |
| 2000-12-01 | 174.842170872392 |
| 2001-01-01 | 178.737172286498 |
| 2001-02-01 | 179.407777342336 |
| 2001-03-01 | 179.115765185085 |
| 2001-04-01 | 178.077702209980 |
| 2001-05-01 | 178.249233819893 |
| 2001-06-01 | 177.205932037966 |
| 2001-07-01 | 179.566515419714 |
| 2001-08-01 | 179.239279636678 |
| 2001-09-01 | 178.380499977303 |
| 2001-10-01 | 176.505308024883 |
| 2001-11-01 | 178.006917656881 |
| 2001-12-01 | 176.957487284896 |
| 2002-01-01 | 176.206054854576 |
| 2002-02-01 | 176.489788227708 |
| 2002-03-01 | 176.811322587899 |
| 2002-04-01 | 174.976961225256 |
| 2002-05-01 | 175.256617468600 |
| 2002-06-01 | 175.204666384578 |
| 2002-07-01 | 174.915510382399 |
| 2002-08-01 | 175.956837550767 |
| 2002-09-01 | 175.241868767556 |
| 2002-10-01 | 174.315541669449 |
| 2002-11-01 | 174.561096049153 |
| 2002-12-01 | 174.256297783023 |
| 2003-01-01 | 173.903848850527 |
| 2003-02-01 | 171.469033222906 |
| 2003-03-01 | 172.114305690761 |
| 2003-04-01 | 174.801780473710 |
| 2003-05-01 | 174.171450502052 |
| 2003-06-01 | 174.046471026107 |
| 2003-07-01 | 172.026337022979 |
| 2003-08-01 | 173.453422687482 |
| 2003-09-01 | 174.317410479616 |
| 2003-10-01 | 176.615341938202 |
| 2003-11-01 | 176.161391406649 |
| 2003-12-01 | 176.659896904207 |
| 2004-01-01 | 176.696816670504 |
| 2004-02-01 | 176.860718987921 |
| 2004-03-01 | 177.609853220701 |
| 2004-04-01 | 176.863314979534 |
| 2004-05-01 | 177.686039238126 |
| 2004-06-01 | 178.728479767564 |
| 2004-07-01 | 180.104950847354 |
| 2004-08-01 | 179.847670031463 |
| 2004-09-01 | 179.355807196891 |
| 2004-10-01 | 181.399227782522 |
| 2004-11-01 | 181.730432392995 |
| 2004-12-01 | 181.619412549492 |
| 2005-01-01 | 182.525464639911 |
| 2005-02-01 | 183.459889241440 |
| 2005-03-01 | 183.923972314174 |
| 2005-04-01 | 183.984913702482 |
| 2005-05-01 | 184.126154517562 |
| 2005-06-01 | 184.102027869421 |
| 2005-07-01 | 184.179465944973 |
| 2005-08-01 | 184.328295249517 |
| 2005-09-01 | 185.487515362222 |
| 2005-10-01 | 184.312300523499 |
| 2005-11-01 | 184.162483332391 |
| 2005-12-01 | 183.646388359940 |
| 2006-01-01 | 187.062023486048 |
| 2006-02-01 | 188.238813376256 |
| 2006-03-01 | 189.130217777119 |
| 2006-04-01 | 189.711596508869 |
| 2006-05-01 | 189.773166227617 |
| 2006-06-01 | 190.037161577449 |
| 2006-07-01 | 190.181679533757 |
| 2006-08-01 | 189.977422847913 |
| 2006-09-01 | 190.385272637777 |
| 2006-10-01 | 190.558439744504 |
| 2006-11-01 | 190.673280784054 |
| 2006-12-01 | 191.220211060307 |
| 2007-01-01 | 190.851686016440 |
| 2007-02-01 | 190.894404788960 |
| 2007-03-01 | 191.325260930264 |
| 2007-04-01 | 191.923849762573 |
| 2007-05-01 | 191.745878004074 |
| 2007-06-01 | 192.273050679723 |
| 2007-07-01 | 191.825118545320 |
| 2007-08-01 | 192.838171473747 |
| 2007-09-01 | 193.350345515291 |
| 2007-10-01 | 193.560174524867 |
| 2007-11-01 | 194.655991572749 |
| 2007-12-01 | 194.922907422324 |
| 2008-01-01 | 195.754704917542 |
| 2008-02-01 | 196.019095729079 |
| 2008-03-01 | 195.897466461329 |
| 2008-04-01 | 195.441390463802 |
| 2008-05-01 | 195.713169395018 |
| 2008-06-01 | 194.660100130580 |
| 2008-07-01 | 194.727123569760 |
| 2008-08-01 | 194.538130902274 |
| 2008-09-01 | 193.368763182564 |
| 2008-10-01 | 192.255126101811 |
| 2008-11-01 | 190.269528299541 |
| 2008-12-01 | 188.621893258486 |
| 2009-01-01 | 186.832406689149 |
| 2009-02-01 | 185.212265260671 |
| 2009-03-01 | 183.827741834401 |
| 2009-04-01 | 183.387679523027 |
| 2009-05-01 | 182.939861293172 |
| 2009-06-01 | 183.239978829794 |
| 2009-07-01 | 183.396692238691 |
| 2009-08-01 | 183.170181465776 |
| 2009-09-01 | 182.730692914789 |
| 2009-10-01 | 183.093014975715 |
| 2009-11-01 | 182.732924596581 |
| 2009-12-01 | 183.063129957085 |
| 2010-01-01 | 183.246823387621 |
| 2010-02-01 | 181.104052887892 |
| 2010-03-01 | 184.616713332862 |
| 2010-04-01 | 185.264874532804 |
| 2010-05-01 | 185.267542649111 |
| 2010-06-01 | 186.815525046715 |
| 2010-07-01 | 185.610434427124 |
| 2010-08-01 | 185.643192321781 |
| 2010-09-01 | 185.523353928875 |
| 2010-10-01 | 188.164139634014 |
| 2010-11-01 | 187.631059249558 |
| 2010-12-01 | 188.489902693862 |
| 2011-01-01 | 189.290561531879 |
| 2011-02-01 | 189.806355206262 |
| 2011-03-01 | 190.800976016555 |
| 2011-04-01 | 193.161752076092 |
| 2011-05-01 | 194.006626047222 |
| 2011-06-01 | 195.252629151231 |
| 2011-07-01 | 197.368427939145 |
| 2011-08-01 | 197.819022027166 |
| 2011-09-01 | 199.521742477818 |
| 2011-10-01 | 200.976597293239 |
| 2011-11-01 | 202.294059304351 |
| 2011-12-01 | 203.901637230816 |
| 2012-01-01 | 205.304248119079 |
| 2012-02-01 | 205.484448261839 |
| 2012-03-01 | 206.384297688378 |
| 2012-04-01 | 205.127222617922 |
| 2012-05-01 | 207.106878620858 |
| 2012-06-01 | 207.385966065629 |
| 2012-07-01 | 207.109910577834 |
| 2012-08-01 | 209.137991915189 |
| 2012-09-01 | 210.218067436672 |
| 2012-10-01 | 210.619833004119 |
| 2012-11-01 | 212.002908764090 |
| 2012-12-01 | 212.445870865364 |
| 2013-01-01 | 213.210359958503 |
| 2013-02-01 | 214.697550537187 |
| 2013-03-01 | 216.335114507694 |
| 2013-04-01 | 213.762403029130 |
| 2013-05-01 | 214.818663208781 |
| 2013-06-01 | 216.463622527996 |
| 2013-07-01 | 215.915578210205 |
| 2013-08-01 | 216.954362601863 |
| 2013-09-01 | 217.957385668034 |
| 2013-10-01 | 217.524832859145 |
| 2013-11-01 | 218.488108459211 |
| 2013-12-01 | 217.761820126791 |
| 2014-01-01 | 218.525543840287 |
| 2014-02-01 | 219.575930568630 |
| 2014-03-01 | 220.511076597624 |
| 2014-04-01 | 221.587684025841 |
| 2014-05-01 | 222.569828383298 |
| 2014-06-01 | 222.589061601549 |
| 2014-07-01 | 222.809483472468 |
| 2014-08-01 | 222.464838755359 |
| 2014-09-01 | 222.227154535566 |
| 2014-10-01 | 222.817916941630 |
| 2014-11-01 | 222.172765815053 |
| 2014-12-01 | 223.442216379683 |
| 2015-01-01 | 222.947701536537 |
| 2015-02-01 | 223.890792403840 |
| 2015-03-01 | 224.218183085708 |
| 2015-04-01 | 225.131988443502 |
| 2015-05-01 | 225.812259647650 |
| 2015-06-01 | 225.431052447524 |
| 2015-07-01 | 228.488251227402 |
| 2015-08-01 | 228.392936065976 |
| 2015-09-01 | 226.898015312159 |
| 2015-10-01 | 231.642242771663 |
| 2015-11-01 | 230.952803983980 |
| 2015-12-01 | 231.289747654807 |
| 2016-01-01 | 231.705917392306 |
| 2016-02-01 | 231.642551548245 |
| 2016-03-01 | 231.838280551043 |
| 2016-04-01 | 232.286588920304 |
| 2016-05-01 | 232.552791106561 |
| 2016-06-01 | 232.771453898046 |
| 2016-07-01 | 233.102218925751 |
| 2016-08-01 | 233.957373880809 |
| 2016-09-01 | 234.031516719759 |
| 2016-10-01 | 234.559513804955 |
| 2016-11-01 | 235.260105473646 |
| 2016-12-01 | 234.843422539815 |
| 2017-01-01 | 232.202174207511 |
| 2017-02-01 | 232.813980586360 |
| 2017-03-01 | 233.075010316590 |
| 2017-04-01 | 233.794597378333 |
| 2017-05-01 | 233.930846622644 |
| 2017-06-01 | 234.310277443068 |
| 2017-07-01 | 233.660971394132 |
| 2017-08-01 | 233.282011525200 |
| 2017-09-01 | 234.215741818726 |
| 2017-10-01 | 234.310534695739 |
| 2017-11-01 | 233.978748240537 |
| 2017-12-01 | 234.632727418804 |
| 2018-01-01 | 236.508120612811 |
| 2018-02-01 | 237.500931703056 |
| 2018-03-01 | 238.446131326965 |
| 2018-04-01 | 238.625220562689 |
| 2018-05-01 | 239.333178622802 |
| 2018-06-01 | 239.798511566223 |
| 2018-07-01 | 240.575376870073 |
| 2018-08-01 | 241.311350019726 |
| 2018-09-01 | 241.933484307065 |
| 2018-10-01 | 242.033598511334 |
| 2018-11-01 | 243.322685508335 |
| 2018-12-01 | 241.100464218811 |
| 2019-01-01 | 244.266691066223 |
| 2019-02-01 | 246.139402807439 |
| 2019-03-01 | 246.609789440124 |
| 2019-04-01 | 245.358381208365 |
| 2019-05-01 | 245.508183550417 |
| 2019-06-01 | 247.223700689412 |
| 2019-07-01 | 246.256399572346 |
| 2019-08-01 | 247.187692854764 |
| 2019-09-01 | 246.032750664376 |
| 2019-10-01 | 245.272847018586 |
| 2019-11-01 | 245.657229379949 |
| 2019-12-01 | 246.199717645836 |
| 2020-01-01 | 245.104377385697 |
| 2020-02-01 | 244.039686560141 |
| 2020-03-01 | 243.519047878598 |
| 2020-04-01 | 225.041022586683 |
| 2020-05-01 | 226.510202947293 |
| 2020-06-01 | 227.544008921288 |
| 2020-07-01 | 230.551490426414 |
| 2020-08-01 | 230.843067294142 |
| 2020-09-01 | 232.938880545954 |
| 2020-10-01 | 234.394014444453 |
| 2020-11-01 | 235.498169296521 |
| 2020-12-01 | 237.572907348961 |
| 2021-01-01 | 238.311994362357 |
| 2021-02-01 | 240.064255150478 |
| 2021-03-01 | 242.311060071284 |
| 2021-04-01 | 243.808602806855 |
| 2021-05-01 | 244.732549602202 |
| 2021-06-01 | 244.261075765689 |
| 2021-07-01 | 245.030024542732 |
| 2021-08-01 | 246.124249790594 |
| 2021-09-01 | 246.570326126806 |
| 2021-10-01 | 250.159222593043 |
| 2021-11-01 | 251.353054917744 |
| 2021-12-01 | 253.670045990172 |
| 2022-01-01 | 253.950963017340 |
| 2022-02-01 | 256.489807926772 |
| 2022-03-01 | 254.666776037187 |
| 2022-04-01 | 254.596426660292 |
| 2022-05-01 | 254.086285648690 |
| 2022-06-01 | 253.326348340968 |
| 2022-07-01 | 255.891539721425 |
| 2022-08-01 | 255.696198432503 |
| 2022-09-01 | 255.128478692334 |
| 2022-10-01 | 255.673777925995 |
| 2022-11-01 | 255.498265542850 |
| 2022-12-01 | 253.844110476918 |
| 2023-01-01 | 254.765238210922 |
| 2023-02-01 | 255.082987607007 |
| 2023-03-01 | 254.629016517360 |
| 2023-04-01 | 256.404339175316 |
| 2023-05-01 | 255.654958359828 |
| 2023-06-01 | 257.440554659973 |
| 2023-07-01 | 255.105464113535 |
| 2023-08-01 | 255.258820225781 |
| 2023-09-01 | 255.967757168765 |
| 2023-10-01 | 256.323210087628 |
| 2023-11-01 | 257.522162689437 |
| 2023-12-01 | 256.101121454832 |
| 2024-01-01 | 260.291090028669 |
| 2024-02-01 | 261.008085170348 |
| 2024-03-01 | 261.110831745249 |
| 2024-04-01 | 259.959195990265 |
| 2024-05-01 | 259.818538232965 |
| 2024-06-01 | 259.029760546973 |
| 2024-07-01 | 260.399094548952 |
| 2024-08-01 | 258.883196520677 |
| 2024-09-01 | 258.113518733828 |
| 2024-10-01 | 258.256479067521 |
| 2024-11-01 | 257.441885256119 |
| 2024-12-01 | 257.063482811332 |
| 2025-01-01 | 256.197817813405 |
| 2025-02-01 | 255.756415508705 |
| 2025-03-01 | 256.171753191736 |
| 2025-04-01 | 256.466488363223 |
| 2025-05-01 | 258.577353931089 |
| 2025-06-01 | 260.449511710446 |
| 2025-07-01 | 258.870504914640 |
| 2025-08-01 | 259.084441437437 |
| 2025-09-01 | 258.574698171674 |
| 2025-10-01 | 256.836018701895 |
| 2025-11-01 | 256.212956531303 |